10967/123 - QDB Compounds

QsarDB Repository

Saldana, D. A.; Starck, L.; Mougin, P.; Rousseau, B.; Pidol, L.; Jeuland, N.; Creton, B. Flash Point and Cetane Number Predictions for Fuel Compounds Using Quantitative Structure Property Relationship (QSPR) Methods. Energy Fuels 2011, 25, 9, 3900–3908.

Compound

ID:601
Name:tert-butyl 2-methylprop-2-enoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C8H14O2/c1-6(2)7(9)10-8(3,4)5/h1H2,2-5H3

Properties

FP: Flash point [K]

ValueSource or prediction
300.15

experimental value

309.92

FP_PLS-MD: PLS-MD model for flash point (Training set)

308.72

FP_SVM-GD: SVM-GD model for flash point (Training set)

300.85

FP_NN-MD: NN-MD model for flash point (Training set)

312.09

FP_NN-GD: NN-GD model for flash point (Training set)

307.89

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
-0.06

CN_SVM-GD: SVM-GD model for cetane number (Prediction set)

13.27

CN_SVM-MD: SVM-MD model for cetane number (Prediction set)

15.87

CN_NN-MD: NN-MD model for cetane number (Prediction set)

48.99

CN_GRNN-MD: GRNN-MD model for cetane number (Prediction set)

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